RedHub Prompt Injection Red Team Kit

About

RedHub Prompt Injection Red Team Kit is ranked #21 of 27 in AI red teaming tools on Inferse. It runs on Self-hosted. There is no free plan.

Compared on AI red teaming tools

Free plan

Noredhub.ai

Attack categories

direct prompt injection, indirect prompt injection, sensitive disclosure, improper output handling, excessive agency, system-prompt leakageredhub.ai

Target systems

LLM applications, AI agentsredhub.ai

Automation level

automatedredhub.ai

Custom tests

Noredhub.ai

Deployment

self_hostedredhub.ai

Continuous monitoring

Noredhub.ai

Report exports

HTMLredhub.ai

Facts

Purpose

Runs 15 OWASP-mapped probes against an LLM app, scores its resilience, and returns a ship, hold, or fix verdict.redhub.ai · 7 Oct 2026

Probe coverage

The probes cover OWASP LLM01, LLM02, LLM05, LLM06, and LLM07, including direct and indirect injection, disclosure, output handling, excessive agency, and system-prompt leakage.redhub.ai · 7 Oct 2026

Detection

The detector uses benign markers and a planted canary with exact-match detection; an optional bring-your-own LLM judge is supported but not required.redhub.ai · 7 Oct 2026

Integration

To connect an app, implement an adapter function that accepts a prompt and optional context and returns the app’s reply; generic, callable, and HTTP adapter templates are included.redhub.ai · 7 Oct 2026

CI gate

The kit provides tunable severity-weighted thresholds, ship/hold/fix verdicts, exit codes 0/1/2, and a drop-in GitHub Actions workflow.redhub.ai · 7 Oct 2026

Languages and dependencies

The kit provides Python with zero dependencies and dependency-free TypeScript ESM with full parity; both run offline and produce identical verdicts.redhub.ai · 7 Oct 2026

Reports and guidance

The kit includes an HTML report, OWASP-mapped remediation guide, comparison document, security-and-ethics charter, and three mock targets.redhub.ai · 7 Oct 2026

Privacy of test runs

The maker says the kit runs entirely offline and sends nothing anywhere.redhub.ai · 7 Oct 2026

Limits

A SHIP verdict means resilience to the tested patterns, not immunity; the maker says the kit is not a runtime firewall.redhub.ai · 7 Oct 2026

Intended users

The maker describes it for founders and engineers shipping chatbots, copilots, RAG apps, and agents, and for consultants adding security checks to AI projects.redhub.ai · 7 Oct 2026

Authorized use

The maker says to run the defensive kit only against systems you own or are explicitly authorized to test.redhub.ai · 7 Oct 2026

Support

RedHub’s Help Center says customers can email [email protected] for help with products and downloads.redhub.ai · 7 Oct 2026

Maker

RedHub AI LLC was founded by Todd Brooks; the company identifies Ormond Beach, Florida, USA as its location.redhub.ai · 7 Oct 2026

Company

Headquarters

Ormond Beach, Florida, USAredhub.ai · 28 Sept 2026

Where it ranks on Inferse

• Best AI Red Teaming Tools in 2026#21 of 27

Sources

• redhub.ai/systems/prompt-injection-red-team-kit· checked 7 Oct 2026
• redhub.ai/help· checked 7 Oct 2026
• redhub.ai/about· checked 7 Oct 2026